open-llm-leaderboard/ValiantLabs__Llama3.1-70B-ShiningValiant2-details

Dataset Card for Evaluation run of ValiantLabs/Llama3.1-70B-ShiningValiant2

Dataset automatically created during the evaluation run of model ValiantLabs/Llama3.1-70B-ShiningValiant2 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.

An additional configuration "results" store all the aggregated results of the run.

To load the details from a run, you can for instance do the following:

from datasets import load_dataset
data = load_dataset(
    "open-llm-leaderboard/ValiantLabs__Llama3.1-70B-ShiningValiant2-details",
    name="ValiantLabs__Llama3.1-70B-ShiningValiant2__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-31T06-27-05.966661 (note that there might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval):

{
    "all": {
        "leaderboard": {
            "acc,none": 0.5172872340425532,
            "acc_stderr,none": 0.004555745020901476,
            "acc_norm,none": 0.6094175638863666,
            "acc_norm_stderr,none": 0.005058376291504931,
            "exact_match,none": 0.2719033232628399,
            "exact_match_stderr,none": 0.01126120757743569,
            "inst_level_strict_acc,none": 0.592326139088729,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.6294964028776978,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5268022181146026,
            "prompt_level_loose_acc_stderr,none": 0.021485638661937957,
            "prompt_level_strict_acc,none": 0.4787430683918669,
            "prompt_level_strict_acc_stderr,none": 0.021497120515987733,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6729734421107446,
            "acc_norm_stderr,none": 0.005638985950998089,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.912,
            "acc_norm_stderr,none": 0.017953084777052892,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6363636363636364,
            "acc_norm_stderr,none": 0.03527198153014413,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.684,
            "acc_norm_stderr,none": 0.029462657598578686,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.72,
            "acc_norm_stderr,none": 0.028454148277832325,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.02793451895769091,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.424,
            "acc_norm_stderr,none": 0.03131803437491615,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375374,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.03135596892377262,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542942,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.92,
            "acc_norm_stderr,none": 0.01719250794146297,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.868,
            "acc_norm_stderr,none": 0.021450980824038117,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993915,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.732,
            "acc_norm_stderr,none": 0.028068762382526688,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.7054794520547946,
            "acc_norm_stderr,none": 0.03785436655751579,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.027934518957690908,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.908,
            "acc_norm_stderr,none": 0.018316275379429644,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.02984403904746591,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.7303370786516854,
            "acc_norm_stderr,none": 0.03335689818443928,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.912,
            "acc_norm_stderr,none": 0.017953084777052885,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.992,
            "acc_norm_stderr,none": 0.005645483676690169,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.028928939388379624,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.32,
            "acc_norm_stderr,none": 0.02956172495524104,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457904,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028129,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3926174496644295,
            "acc_norm_stderr,none": 0.014159158770225255,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3787878787878788,
            "acc_norm_stderr,none": 0.03456088731993747,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.40293040293040294,
            "acc_norm_stderr,none": 0.02101015452719036,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.3861607142857143,
            "acc_norm_stderr,none": 0.023028074346685287,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.4787430683918669,
            "prompt_level_strict_acc_stderr,none": 0.021497120515987733,
            "inst_level_strict_acc,none": 0.592326139088729,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5268022181146026,
            "prompt_level_loose_acc_stderr,none": 0.021485638661937957,
            "inst_level_loose_acc,none": 0.6294964028776978,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.2719033232628399,
            "exact_match_stderr,none": 0.01126120757743569,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.4755700325732899,
            "exact_match_stderr,none": 0.028548959019260765,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.21138211382113822,
            "exact_match_stderr,none": 0.03696472795695269,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.14393939393939395,
            "exact_match_stderr,none": 0.03066948216008197,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.06785714285714285,
            "exact_match_stderr,none": 0.015056946981473264,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.2662337662337662,
            "exact_match_stderr,none": 0.035732607904433195,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.49740932642487046,
            "exact_match_stderr,none": 0.03608390745384487,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.0962962962962963,
            "exact_match_stderr,none": 0.025483872514351153,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.5172872340425532,
            "acc_stderr,none": 0.004555745020901476,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4669312169312169,
            "acc_norm_stderr,none": 0.017769751268981532,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554575,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.3203125,
            "acc_norm_stderr,none": 0.02921941352659624,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.03163648953154439,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc,none": 0.5172872340425532,
        "acc_stderr,none": 0.004555745020901476,
        "acc_norm,none": 0.6094175638863666,
        "acc_norm_stderr,none": 0.005058376291504931,
        "exact_match,none": 0.2719033232628399,
        "exact_match_stderr,none": 0.01126120757743569,
        "inst_level_strict_acc,none": 0.592326139088729,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.6294964028776978,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5268022181146026,
        "prompt_level_loose_acc_stderr,none": 0.021485638661937957,
        "prompt_level_strict_acc,none": 0.4787430683918669,
        "prompt_level_strict_acc_stderr,none": 0.021497120515987733,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6729734421107446,
        "acc_norm_stderr,none": 0.005638985950998089,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.912,
        "acc_norm_stderr,none": 0.017953084777052892,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6363636363636364,
        "acc_norm_stderr,none": 0.03527198153014413,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.684,
        "acc_norm_stderr,none": 0.029462657598578686,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.72,
        "acc_norm_stderr,none": 0.028454148277832325,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.02793451895769091,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.424,
        "acc_norm_stderr,none": 0.03131803437491615,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375374,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.03135596892377262,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542942,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.92,
        "acc_norm_stderr,none": 0.01719250794146297,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.868,
        "acc_norm_stderr,none": 0.021450980824038117,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993915,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.732,
        "acc_norm_stderr,none": 0.028068762382526688,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.7054794520547946,
        "acc_norm_stderr,none": 0.03785436655751579,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.027934518957690908,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.908,
        "acc_norm_stderr,none": 0.018316275379429644,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.02984403904746591,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.7303370786516854,
        "acc_norm_stderr,none": 0.03335689818443928,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.912,
        "acc_norm_stderr,none": 0.017953084777052885,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.992,
        "acc_norm_stderr,none": 0.005645483676690169,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.028928939388379624,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.32,
        "acc_norm_stderr,none": 0.02956172495524104,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457904,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028129,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3926174496644295,
        "acc_norm_stderr,none": 0.014159158770225255,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3787878787878788,
        "acc_norm_stderr,none": 0.03456088731993747,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.40293040293040294,
        "acc_norm_stderr,none": 0.02101015452719036,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.3861607142857143,
        "acc_norm_stderr,none": 0.023028074346685287,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.4787430683918669,
        "prompt_level_strict_acc_stderr,none": 0.021497120515987733,
        "inst_level_strict_acc,none": 0.592326139088729,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5268022181146026,
        "prompt_level_loose_acc_stderr,none": 0.021485638661937957,
        "inst_level_loose_acc,none": 0.6294964028776978,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.2719033232628399,
        "exact_match_stderr,none": 0.01126120757743569,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.4755700325732899,
        "exact_match_stderr,none": 0.028548959019260765,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.21138211382113822,
        "exact_match_stderr,none": 0.03696472795695269,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.14393939393939395,
        "exact_match_stderr,none": 0.03066948216008197,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.06785714285714285,
        "exact_match_stderr,none": 0.015056946981473264,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.2662337662337662,
        "exact_match_stderr,none": 0.035732607904433195,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.49740932642487046,
        "exact_match_stderr,none": 0.03608390745384487,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.0962962962962963,
        "exact_match_stderr,none": 0.025483872514351153,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.5172872340425532,
        "acc_stderr,none": 0.004555745020901476,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4669312169312169,
        "acc_norm_stderr,none": 0.017769751268981532,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554575,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.3203125,
        "acc_norm_stderr,none": 0.02921941352659624,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.03163648953154439,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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Source Data

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